{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## homework2 找出字母共同朋友"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 导入\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### type显示内容 对friends内容进行逐行扫描分类"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 运用管道 m.py | r.py 进行统计"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 得出结果\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## map.py文件内容"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# %load m.py\n",
    "\"\"\"\n",
    "A:B,C,D,E,F\n",
    "B:A,C,D,E\n",
    "C:A,B,E\n",
    "D:A,B,E\n",
    "E:A,B,C,D\n",
    "F:A\n",
    "\"\"\"\n",
    "\n",
    "\n",
    "import sys\n",
    "# 定义结果字典\n",
    "result = {}\n",
    "#  stdin用于除脚本之外的所有解释器输入，将txt标准输入\n",
    "for line in sys.stdin:\n",
    "    # 删除每行前后空格 ，换行等\n",
    "    line = line.strip()\n",
    "    # 判断，如果此行没有内容，则返回循环开始下一行\n",
    "    if len(line)==0:\n",
    "        continue\n",
    "    # 以：进行分割  key代表本人  vals代表此人的朋友\n",
    "    key,vals = line.split(':')\n",
    "    # 以逗号进行分割，获得每个朋友\n",
    "    val = vals.split(',')\n",
    "    # 本人与朋友键值对\n",
    "    result[key] = val\n",
    "    # 如果 只有一个人的朋友，是无法进行判断的，直接返回\n",
    "    if len(result)==1:\n",
    "        continue\n",
    "    else:\n",
    "        # 从第二行开始 遍历，遍历的是每一行的本人的 朋友\n",
    "        for i in result[key]:\n",
    "            # 遍历 result中的 本人\n",
    "            for j in result:\n",
    "                # 如果朋友 在 本人字典里\n",
    "                if i in result[j]:\n",
    "                    # 如果小于a<b 将a和b结合  字符串比较，ascii码\n",
    "                    if j<key:\n",
    "                        print (j+key,i)  # ab c   ab d\n",
    "                    elif j>key:\n",
    "                        print (key+j,i)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## reduce.py文件内容"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# %load r.py\n",
    "import sys\n",
    "result = {}\n",
    "# 把 m之后的 数据标准化\n",
    "for line in sys.stdin:\n",
    "    # 去空格\n",
    "    line = line.strip()\n",
    "    # 获得 kv\n",
    "    k,v = line.split(' ')\n",
    "    # 如果 k在 结果中  将v的值添加过去\n",
    "    if k in result:\n",
    "        result[k].append(v)\n",
    "    # 如果不在 他就自己\n",
    "    else:\n",
    "        result[k] = [v]\n",
    "# 遍历输出\n",
    "for key,val in result.items():\n",
    "    print (key,val)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
